|Publication number||US5873077 A|
|Application number||US 08/632,681|
|Publication date||Feb 16, 1999|
|Filing date||Apr 16, 1996|
|Priority date||Jan 13, 1995|
|Also published as||DE19715696A1|
|Publication number||08632681, 632681, US 5873077 A, US 5873077A, US-A-5873077, US5873077 A, US5873077A|
|Inventors||Toshio Kanoh, Gregory J. Wolff|
|Original Assignee||Ricoh Corporation, Ricoh Company, Ltd.|
|Export Citation||BiBTeX, EndNote, RefMan|
|Patent Citations (27), Referenced by (287), Classifications (44), Legal Events (4)|
|External Links: USPTO, USPTO Assignment, Espacenet|
This application is a continuation-in-part of U.S. patent application Ser. No. 08/372,784, entitled "Accessing and Publishing Electronic Document Images Having Embedded Links to Other Electronic Document Images, filed Jan. 13, 1995.
The present invention relates to the field of document retrieval systems; more particularly, the present invention relates to searching for documents on an interconnected computer network, such as the World Wide Web, or other similar document resource supply, using a facsimile (fax) machine.
An important use of computers is the transfer of information over a network. Currently, the largest computer network in existence is the Internet. The Internet is a worldwide interconnection of computer networks that communicate using a common protocol. Millions of computers, from low end personal computers to high-end super computers are coupled to the Internet.
The Internet grew out of work funded in the 1960s by the U.S. Defense Department's Advanced Research Projects Agency. For a long time, Internet was used by researchers in universities and national laboratories to share information. As the existence of the Internet became more widely known, many users outside of the academic/research community (e.g., employees of large corporations) started to use Internet to carry electronic mail.
In 1989, a new type of information system known as the World-Wide Web ("the Web") was introduced to the Internet. Early development of the Web took place at CERN, the European Particle Physics Laboratory. The Web is a wide-area hypermedia information retrieval system aimed to give wide access to a large universe of documents. At this time, the Web was known to and used by the academic/research community only. There was no easily available tool which allows a technically untrained person to access the Web.
In 1993, researchers at the National Center for Supercomputing Applications (NSCA) released a Web browser called "Mosiac" that implemented a graphical user interface (GUI). Mosiac's graphical user interface was simple to learn yet powerful. The Mosiac browser allows a user to retrieve documents from the Web using simple point-and-click commands.
The architecture of the Web follows a conventional client-server model. The terms "client" and "server" are used to refer to a computer's general role as a requester of data (the client) or provider of data (the server). In the Web environment, Web browsers are clients and Web documents reside on servers. Web clients and Web servers communicate using a protocol called "Hypertext Transfer Protocol" (HTTP). A browser opens a connection to a server and initiates a request for a document. The server delivers the requested document, typically in the form of a text document coded in a standard Hypertext Markup Language (HTML) format. The server serves a passive role. It accepts commands from the client and sends data to the client, but cannot request the client to perform any action.
Portions of documents displayed on the Web contain hypertext links. The hypertext links link graphics or text on one document with another document on the Web. Each hypertext link is associated with a Universal Resource Locator (URL). A URL specifies a server and a particular document on that server. When a user selects a hypertext link, using, for instance, a cursor, the graphical browser connects to the server and retrieves the document(s) specified by the URL(s).
Some servers provide a means for searching a collection of documents. Upon initial request, the server supplies a form to the browser. The user, using the graphical browser, enters data such as keywords on this form as part of a search query and then opens a new connection to the server and submits this data to the server. The server responds to this request with a new document listing some or all of the documents matching those key words or other data requested by the browser. Each document listed normally includes a hypertext link to the actual document so that the user may easily retrieve that document (as they would any other link).
While Web servers and clients, such as Mosaic, have opened the door to on-line publishers and consumers of information, these services have only been available to those having an Internet connection. In other words, individuals that do not have a direct Internet connection, including a computer and a data channel to the Internet, cannot search for documents and other resources available through the Web. It is desirable to allow searching for documents on the Web (or other such network) to individuals that do not have such a direct connection.
The present invention provides access to the Web to individuals that do not have a computer or connection to the Internet or other network/resource supply. The present invention allows individuals to search for (and retrieve) documents on the Web as if actually connected to the Web individually. In this manner, the present invention allows an individual to have client capabilities when that individual does not have a direct connection to a network.
The present invention provides a method and apparatus for obtaining documents. The present invention comprises a method and apparatus receiving a facsimile transmission of a document with at least one search term. The present invention also provides a method and apparatus for performing a search based on search terms on the received document.
The present invention will be understood more fully from the detailed description given below and from the accompanying drawings of various embodiments of the invention, which, however, should not be taken to limit the invention to the specific embodiments, but are for explanation and understanding only.
FIG. 1 is a block diagram of one embodiment of the document search and retrieval system of the present invention.
FIG. 2A is a flow chart of the search process of the present invention.
FIG. 2B is a flow diagram of the search process of the present invention.
FIG. 2C illustrates client-server communication.
FIG. 2D is a block diagram of one embodiment of the gateway of the present invention.
FIG. 3 is an exemplary search form according to the present invention.
FIG. 4 is a flow diagram of one embodiment of the document retrieval process performed by a facsimile machine user in the present invention.
FIG. 5 illustrates an example of a hard copy document with machine readable information according to the present invention.
FIG. 6 is a flow diagram of one embodiment of the document retrieval process performed by the gateway of the present invention.
FIG. 7 is a flow diagram of one embodiment of the process for extracting selected machine readable information from a received document according to the present invention.
FIG. 8 illustrates an example of a painted image that results from applying one embodiment of the extraction process of the present invention.
FIG. 9 is a block diagram of one embodiment of a computer system of the present invention.
A method and apparatus for searching for and retrieving documents is described. In the following detailed description of the present invention numerous specific details are set forth, such as resource and document identifier types, document types, etc., in order to provide a thorough understanding of the present invention. However, it will be apparent to one skilled in the art that the present invention may be practiced without these specific details. In other instances, well-known structures and devices are shown in block diagram form, rather than in detail, in order to avoid obscuring the present invention.
Some portions of the detailed descriptions which follow are presented in terms of algorithms and symbolic representations of operations on data bits within a computer memory. These algorithmic descriptions and representations are the means used by those skilled in the data processing arts to most effectively convey the substance of their work to others skilled in the art. An algorithm is here, and generally, conceived to be a self-consistent sequence of steps leading to a desired result. The steps are those requiring physical manipulations of physical quantities. Usually, though not necessarily, these quantities take the form of electrical or magnetic signals capable of being stored, transferred, combined, compared, and otherwise manipulated. It has proven convenient at times, principally for reasons of common usage, to refer to these signals as bits, values, elements, symbols, characters, terms, numbers, or the like.
It should be borne in mind, however, that all of these and similar terms are to be associated with the appropriate physical quantities and are merely convenient labels applied to these quantities. Unless specifically stated otherwise as apparent from the following discussions, it is appreciated that throughout the present invention, discussions utilizing terms such as "processing" or "computing" or "calculating" or "determining" or "displaying" or the like, refer to the action and processes of a computer system, or similar electronic computing device, that manipulates and transforms data represented as physical (electronic) quantities within the computer system's registers and memories into other data similarly represented as physical quantities within the computer system memories or registers or other such information storage, transmission or display devices.
The present invention also relates to apparatus for performing the operations herein. This apparatus may be specially constructed for the required purposes, or it may comprise a general purpose computer selectively activated or reconfigured by a computer program stored in the computer. The algorithms and displays presented herein are not inherently related to any particular computer or other apparatus. Various general purpose machines may be used with programs in accordance with the teachings herein, or it may prove convenient to construct more specialized apparatus to perform the required method steps. The required structure for a variety of these machines will appear from the description below. In addition, the present invention is not described with reference to any particular programming language. It will be appreciated that a variety of programming languages may be used to implement the teachings of the invention as described herein.
Overview of the Present Invention
The present invention provides access to documents by searching for and retrieving documents using a facsimile machine. In the present invention, a document may be any type of media such as, but not limited to, text, images, sound, etc.
In the present invention, in order to search for documents on the Web using only a facsimile (fax) machine, a user merely fills out a search form by writing or printing desired search terms or other well-known search parameters into one or more entry boxes on a document (e.g., page) and sends this document by facsimile to a server. The server extracts the search terms and performs a search using the search terms. In one embodiment, the server extracts the search terms from the document in an unrecognizable format (e.g., bitmaps) and sends these extractions to a character recognition engine (e.g., optical character recognition). The output of the character recognition engine is used in a query to a Web search engine, such as Yahoo, manufactured by Yahoo| Corporation of Sunnyvale, California, which performs a search in a manner well-known in the art. The results of the search are returned to the user via the fax machine. These results may include documents that satisfy the search or may include a listing of such documents. Using the present invention, the user may also select documents from the search results to be retrieved from the Web using the fax machine.
Thus, the present invention allows a fax machine to act as a Web client and retrieve text and images from any Web site. In this manner, the user can view multiple pages from the Web, even without a dedicated connection.
Overview of Client-Server Operation
The following is a brief explanation regarding client-server operation, URL's and browsing of the Web.
Conceptually, a computer network, such as the Internet, includes small computers and large computers, commonly used as servers. In general, small computers are "personal computers" or workstations and are the sites at which a human user operates the computer to make requests for data from other computers or servers on the network.
Usually, the requested data resides in large computers. In this scenario, small computers are clients and the large computers are servers. In this specification, the terms "client" and "server" are used to refer to a computer's general role as a requester of data (client) or provider of data (server). In general, the size of a computer or the resources associated with it do not preclude the computer's ability to act as a client or a server. Further, each computer may request data in one transaction and provide data in another transaction, thus changing the computer's role from client or server, or vice versa.
The World Wide Web ("Web") uses the client-server model to communicate information between clients and servers. Web servers are coupled to the Internet and respond to document requests from Web clients. Web clients (e.g., Web "browsers") are programs that allow a user to simply access Web documents located on Web servers.
An example of a client-server system interconnected through the Internet may include a remote server system interconnected through the Internet to a client system. The client system may include conventional components such as a processor, a memory (e.g., RAM), a bus which coupled the processor and memory, a mass storage device (e.g., a magnetic hard disk or an optical storage disk) coupled to the processor and memory through an I/O controller and a network interface, such as a conventional modem. The server system also may include conventional components such as a processor, memory (e.g., RAM), a bus which coupled the processor and memory, a mass storage device (e.g., a magnetic or optical disk) coupled to the processor and memory through an I/O controller and a network interface, such as a conventional modem. It will be appreciated from the description below that the present invention may be implemented in software which is stored as executable instructions on a computer readable medium on the client and server systems, such as mass storage devices respectively, or in memories respectively.
To define the addresses of resources on the Internet, Uniform Resource Locator (URL) system are used. A URL is a descriptor that specifically defines a type of Internet resource and its location. URLs have the following format:
Where "protocol" defines the protocol of communication between the server and client. Web documents are often accessed via the "http" protocol (hypertext transfer protocol). Other protocols include "ftp" (file transmission protocol), gopher, "telnet". The "domain.address" defines the domain name address of the computer server that the resource is located on. Finally, the "path-- name" defines a directory path within the file system of the server that identifies the resource or more generally an indentifier or request. The right most name on the path name portion is usually the name of an actual file, but can also contain key value pairs which are used by the server to generate documents on the fly. By convention, many Web pages end with the suffix ".html" indicating that the file is a HyperText Markup Language document.
An example of a URL for a Web document is:
This URL indicates that by using the HTTP (Web) protocol to reach a server called "info.tech.ch", there is a directory "hypertext/Data/WWW" that contains a hypertext document named "History.html." Resources on the Internet are addressable by their URL.
To access an initial Web document, the user enters the URL for a Web document into a Web browser program. The Web browser then sends an http request to the server that has the Web document using the URL. The Web server responds to the http request by sending the requested HTTP object to the client. In most cases, the HTTP object is a plain text (ASCII) document containing text (in ASCII) that is written in HyperText Markup Language (HTML). The HTML document usually contains hyperlinks to other Web documents. The Web browser displays the HTML document on the screen for the user and the hyperlinks to other Web documents are emphasized in some fashion such that the user can identify and select the hyperlinks.
Using a Fax Machine as a Web Client
FIG. 1 illustrates one embodiment of the present invention. FIG. 1 is a block diagram of one embodiment of the system of the present invention. Referring to FIG. 1, a fax machine 101 is coupled to gateway 102 via phone lines 104. Gateway 102 is also coupled to Internet 105, or other network or document resource, which provides access to the Web 103.
In one embodiment, fax machine 101 operates as a typical fax machine in the prior art. That is, fax machine 101 is capable of sending and receiving facsimile transmissions using phone lines 104. Also, fax machine 101 includes a scanning mechanism to scan documents, such as, for example, document 106, which thereafter may be transmitted over phone lines 104. Fax machine 101 also includes a print engine to produce hard copy representations of received facsimile transmissions, such as document 107.
In the present invention, gateway 102 interfaces fax machine 101 to the Web 103 (via the Internet 105). In one embodiment, gateway 102 comprises a computer system, or workstation, that is coupled to phone lines 104 via fax modems, which are well-known in the art. The functionality and an exemplary implementation of gateway 102 will be described below. Gateway 102 is not limited to interfacing with only one fax machine (102) and may support any number of fax machines. However, gateway 102 may be limited by the number of document retrieval requests or publication requests that can be supported at any one time.
The Web 103 includes multiple servers and machines interconnected to gateway 102 via Internet 105. With respect to the Web 103, it should be noted that the present invention is not limited to searching for and retrieving documents on the "World Wide Web" or the "Internet." The teachings of the present invention may be applied to various networks, data and document storage and archival facilities, or other types of client/server systems which have documents or other information available upon request.
The system of the present invention does not require a fax machine as long as the system includes components and devices that can provide functionality provided by the fax machine. These functions include, but are not limited to, being able to exchange documents, i.e. by receiving one version of a document and sending another version, and being able to view a document by creating a bitmap or other display of the document.
The present invention provides for searching for documents on the Web via a fax machine. In the present invention, gateway 102 acts as a server.
FIG. 2A is a flow diagram illustrating the process of document retrieval performed by the user of fax machine 101 according to the present invention. Referring to FIG. 2A, the user begins the process by initiating communication between fax machine 101 and gateway 102 (processing block 201). In one embodiment, the user establishes communication with gateway 102 by sending a facsimile transmission of a specific document (e.g., document 106) to gateway 102. In one embodiment, this document 106 is a blank page. In another embodiment, the document 106 may include information to enable gateway 102 to identify the document.
As a result of establishing communication with gateway 102, the user receives a document, such as document 107, from gateway 102 that is output from fax machine 101 in hard copy form (processing block 202). The first document received by the user from gateway 102 is referred to herein as the home page. The document may have multiple pages.
Other methods of establishing communication to receive the document may be used. For instance, an individual may verbally or otherwise notify an operator of gateway 102 to request the document be sent to the user of fax machine 101. The document may be sent automatically or otherwise by, for instance, another user of the Web. Similarily, an automatic service (e.g., daily electronic newspaper) may notify the user when a particular page changes. Note also that the user may have received the document by other means, such as by mail, air service, and/or delivery or been given the document by another.
At least one page (or portion) of the document received from gateway 102 is a search form which is filled in by a user to specify a search. In one embodiment, the search form contains one or more boxes or other specified locations in which search terms may be written. In one embodiment, the search form is a page that includes several boxes. Each of the several boxes may be associated with a different type of query or search. An example of such a page is shown in FIG. 3. Referring to FIG. 3, the search form includes two sets of boxes, one set 301 for a search in which both terms (one in each box) must be in a document located, and the other set 302 for a search in which either search term may be in a document, for the document to satisfy the search. The search form also includes a listing of databases 303 in which the search is to take place. In one embodiment, any number of databases may be selected for the search. Note that, in one embodiment, such a database listing is not used and all databases, or a predetermined number of databases (as preselected by the gateway) are searched. Selection of a database may be made by marking (e.g., circling, lining or crossing out, placing a check or other distinctive mark near or on) the database to be searched. Selection may be performed by marking the barcode below each database, which identifies it, instead of the database name. In an alternate embodiment, one or more boxes or other locations may be available to a user to enter specific databases in the same manner as search terms are entered.
Each of the boxes and each element in the list of databases includes a barcode as an identifiable pattern for locating information on the search form when performing recognition, as is discussed below.
Note that the use of boxes or other prespecified locations for search terms merely faciliatates recognition performed later. In an alternative embodiment, search terms may be placed at any location on a page(s) and the present invention obtains the search terms by, for instance, looking for keywords or predetermined recognizable patterns (e.g., underlines, barcodes, etc.).
Referring back to FIG. 2A, the user fills in the search form (processing block 203). As discussed above, in one embodiment, the search terms are entered on the form by writing or printing them, while databases are circled.
Once the search terms have been written or printed onto the form, the filled out form takes the role of document 106 and is faxed to the gateway 102 (processing block 204). Gateway 102, acting as a server, identifies the search term locations (e.g., the box and database locations) (processing block 205). In one embodiment, a detector in gateway 102 identifies the box locations by locating the barcodes on document 106. Note that gateway 102 may automatically search all documents it receives for search term locations, regardless of whether such documents are search forms. Only if the search term locations are found is any subsequent search performed.
After identifying box locations, the present invention detects the writing in the boxes (processing block 206). In one embodiment, the present invention detects the writing by examining the spatial intensity variance. Boxes with writing in them will have a high mean and high degree of variance between the pixel values within the box. Boxes with no writing will have very low variances and a low mean value. The mean and variance for all of the pixels in the box may be computed according to the following equations: ##EQU1##
In an alternate embodiment, the present invention detects the writing by examining a predefined set of features. Various "interest" operators (e.g., morphological operators) could be used. The simplest would look for connected components (e.g., neighboring pixels with "on" values). Boxes with writing in them will have many connected components with a relatively larger number of pixels in each component. Boxes without writing will have few connected components (e.g., most pixels are "off") and those components will have very few pixels (pixels "on" due to noise are not likely to have "on" neighbors).
For each box in which writing is detected, gateway 102 of the present invention extracts bitmaps from those boxes (processing block 207) and passes a bitmap version of the contents of the boxes to an optical character recognition engine, which performs recognition on the bitmaps (processing block 208). In one embodiment, the recognition engine comprises a handwriting character recognition (HCR) engine.
In one embodiment, the databases selected by marking the search form may be identified by gateway 102, as described later, by the same manner in which specific documents are selected from the search results in the present invention. In one embodiment, these marked regions on the search form are extracted, the information (e.g., barcodes) obtained is decoded and the database is identified using the decoded information. In one embodiment, the extraction process is the same used by the present invention when identifying documents selected from the search result. This process is described below.
Next, gateway 102 of the present invention creates a query string using the recognized words and/or characters (processing block 209). In one embodiment, the query created by the present invention comprises a http query (e.g., a URL) like those generated by screen-based browsers.
An example URL is as follows:
where the "keyword" is extracted by the recognition engine. If there were multiple keywords, then "p=keyword" portions would be included in the URL separated by an identifier of one or more characters (e.g., the character "?").
Next, a search is performed (processing block 210). Acting as client on the Web, gateway 102 uses the URL to contact other servers on the Web and requests documents corresponding to the query URL. Server 103 processes the query (well known in the art) and returns to gateway 102 URLs and other information corresponding to matching documents. This other information may include title, abstracts, document length, format, company information, author biographical information, related site information, etc.. Note that the present invention may be used with other pointers and document identifiers besides URLs.
In one embodiment, gateway 102 creates and renders a document containing the search results (with special barcodes for links) and sends the rendered document back to fax machine 101 via fax modem (processing block 211). In another embodiment, gateway 102 retrieves several or all of the matching documents (using the URLs), renders these documents and returns them to fax machine 101.
Additional processing may be used to limit the number of documents returned, to order the documents by relevance, or to group all documents from one site together. Results may be filtered based on history, similarity, etc. For example, gateway 102 may keep a list or database of documents which have been sent to a particular fax number, and not resend to the fax number any matching documents from the current query, thereby saving the time and materials (paper, toner, etc.) that would be incurred in sending a document that the user has already received. Such a list or database may be maintained on or by gateway 102. Likewise, if the search results contain several documents from the same site, gateway 102 may send only one of those documents (e.g., the most general or one with the shortest path). Of course, there are many other features and filtering mechanisms to filter the result before returning the document(s) via fax.
The search results may include a document with additional search boxes for refining or modifying the query. Gateway 102 can also add or modify terms in the user's original query. For example, if "thinking" was recognized as a keyword, the gateway might use both "think" and "thinking" as search terms (or any and all derivatives of a word).
Also, if the search fails (returns no documents, too few documents, or too many documents), gateway 102 could modify the search by adding or deleting keywords (or other criteria) and resubmit the query. For instance, if too few or no documents are returned, then a search request requiring two or more terms could be modified to require only one or some subset of the two or more terms (e.g., change "AND" operators in the search query to "OR" operators). Similarly, if a search produced too many documents, the search query could be modified by requiring multiple search terms to be in each document instead of allowing documents with only some subset of those terms (e.g., changing any "OR" operators to "AND" operators).
Gateway 102 can send the user, via fax machine 101, a list of updated or modified searches from which the user may select. In one embodiment, the list is similar to the listing of databases in FIG. 3 and a particular search or searches may be selected in the same manner as those databases are selected, such as by marking (circling) a machine readable code (e.g., barcode) or writing a number or letter associated with a particular search at some location of the page with the listing. Space may be included for the user to supply their own modified search. Note also that the list of potential searches could indicate the number of documents that satisfy each of the searches. This may help the user in deciding which search to select.
Note that the user could always add terms to the original form and resubmit it.
FIG. 2B illustrates the searching process. Referring to FIG. 2B, a search form 210 has a search term "Ricoh" written in box 210A. The search form 210 is inputted to fax machine 201 and sent to gateway 102. Detector 214 identifies the writing "Ricoh" and sends bitmaps of the writing to HCR engine 212. The results generated by HCR engine 212 are used by the search engine 213, which performs a search. The search results are then returned to the user via fax machine 101.
In one embodiment, gateway 102, acting as a web client, sends the search query to one or more servers. Gateway 102 may provide search terms to the server(s) in a variety of ways. For instance, gateway 102 may perform a "get" method in which the search terms are encoded in the URL and their presence is highlighted by one or more added set-off characters (e.g., the character "?"). The server receives the URL and parses it to locate the search terms (via the added set-off characters). Once the search terms have been decoded from the URL, the server creates a query from the search terms and performs the search in a manner well-known in the art. In another embodiment, gateway 102 sends a URL to one or more servers to initiate a connection and cause the server(s) to enter a mode in which it is waiting for search terms. Once the connection is in place, gateway 102 provides the search terms to the server(s). A server receives the search terms, automatically creates a search query, and performs the search. This is referred to as "post" operation.
In another embodiment, the search engine 213 comprises a program running on gateway 102 that searches a database (from the given sites) for the extracted keywords. The database is typically local to gateway 102, but this is not a requirement. Gateway 102 need only have some means of accessing the database(s) or information about its contents.
FIG. 2C illustrates client-server communication in general. Such communication occurs between gateway and multiple servers in the Web.
Referring to FIG. 2C, the client 401 of the present invention forwards a request (/request/file.html) to Web server 402, which is known by the domain name "name.org". Web server 402 sends the document to client 401. The document sent includes header text and an html document formatted in ASCII.
FIG. 2D illustrates one embodiment of gateway 102. Referring to FIG. 2D, facsimile (faxes) are received and sent by a fax modem 302 in gateway 102. Fax modems are well-known in the art. The received faxes are parsed by a parsing unit 303 which extracts the search terms. Using the extracted search terms, URL generator 304 generates URLs and forwards the URLs as requests to web client 305. Web client 305 forwards the requests to servers via the Internet.
Web client 305 receives document data returned through the Internet. The document data may comprise pointers to documents that satisfy the search query. Optionally, gateway 102 may include additional processing and filtering unit 306, which operates on the document data received by web client 305, as described above. Such processing may combine search results from the responses of multiple servers. The processing may also include a scoring system by which gateway 102 determines how closely the results match the search query, and additional processing logic by which those search results that do not match as well may be discarded. The resulting document data (from web client 305 or from additional processing/filtering 306) is rendered by document rendering unit 307. Rendered documents are forwarded to fax modem 302, which faxes documents to one or more fax machines.
Any of the units in FIG. 2D may be implemented in hardware, software, or a combination of both. In one embodiment, each of the parsing unit 303, the URL generator 304, web client 305, additional processing and filtering unit 306, and document rendering unit 307 may be implemented in software that runs in gateway 102. Note that hardware within gateway 102 supporting each of the components is well-known in the art, including buffer memories, communication receiving and transmitting hardware, etc.
FIG. 4 is a flow diagram illustrating the process of document retrieval performed by the user of fax machine 101 according to the present invention. Referring to FIG. 4, the user begins the process by initiating communication between fax machine 101 and gateway 102 (processing block 401), in the same manner as described above, with the search results document(s) being sent to the user (processing block 402).
The search results document(s) received from gateway 102 contains links to the documents that satisfy the search criteria and may be retrieved for the user. In one embodiment, the links are hypertext links. The links are encoded and formatted into machine readable information on the document. The machine readable information may be in a digital format, such as a bar code or digital paper, one embodiment of which is described in U.S. Pat. No. 5,337,362, entitled "Method and Apparatus for Placing Data Onto Plain Paper", issued on Aug. 9, 1994, and assigned to the corporate assignee of the present invention. Other types of encoding may be used in the present invention as long as identification and selection of links are possible.
In one embodiment, the search results document received from gateway 102 contains machine readable information that indicates the hypertext links or "hot spots" that can be circled to retrieve further documents. In one embodiment, the machine readable information is placed beneath an image or piece of text. In this manner, the user is made clearly aware of what links are active. The machine readable information may indicate the Universal Resource Locator (URL) of the linked documents to be retrieved. The URL identifies and locates the document on the World Wide Web, and is well-known in the art. An exemplary document showing text with bar codes representing links beneath the text in the document is shown in FIG. 5. In an alternative embodiment, icons could be used to represent links. Many icons may fit on a single page, and the icons themselves could include machine readable URL information.
The user selects one or more links on the document, indicating those documents that are desired (processing block 403). In one embodiment, the user selects a link on the document by circling the link. Any manner of encircling a link or marking a link as a means of selecting that link may be used in the present invention. For instance, a square or other shape may be drawn around a link to select it.
In an alternative embodiment, the document may include a special input location (e.g., a box) into which the user writes the desired links or documents or some other information to identify the desired documents. For instance, the document may include a form with entry boxes for the user to write selections. Note that in such a case, gateway 102 may perform some type of character recognition to determine the selections.
In one embodiment, a link may be selected by inputting numbers associated with each link on a keypad, such as the keypad of fax machine 101.
Referring to FIG. 5, one of the links is selected by the user by circling the bar code corresponding to the link. Note that the text or graphics accompanying the link does not have to be circled or otherwise selected. A user may select any number of links on the document. In other words, the user may circle any number of bar codes contained in the document.
Selection may include together highlighting a portion of an image (e.g., circling a link) and also placing a mark on a particular location of the image. Based on both the highlighting and the location of the mark, one or more documents may be retrieved.
After selection, the user feeds the document into fax machine 101 and faxes the document to gateway 102 (processing block 404), which, in turn, retrieves the document from any where in the world via the World Wide Web 103, or any electronically accessible source, and faxes rendered versions of requested documents back to fax machine 101 or any electronically accessible source.
Fax machine 101 produces hard copies of the retrieved documents faxed by gateway 102 (processing block 405). The user can retrieve further information by selecting (e.g., circling) links on the new newly received documents and then repeating processing blocks 404 and 405.
Gateway 102 receives and processes facsimile transmissions received from fax machine 101 that contain a document retrieval request. Gateway 102 fulfills the requests by retrieving documents corresponding to the links selected on the document. The process of the processing logic of gateway 102 to receive and fulfill the document retrieval request from the search results is illustrated by the flow diagram in FIG. 6.
The processing logic of gateway 102 begins when the user faxes a document with circled links (e.g., hypertexts, etc.) to gateway 102. Referring to FIG. 6, gateway 102 initially receives the facsimile image, e.g. via a fax modem (processing block 601), such as, for instance, the image of the document shown in FIG. 5.
Upon receipt of the fax, gateway 102 determines the locator/identifier (e.g., the URL) of the document(s) to be retrieved from the faxed image (processing block 602). Gateway 102 performs the determination by extracting the machine readable information selected by the user. In one embodiment, gateway 102 extracts the selected links using recognition and digital decoding techniques that are well-known in the art. One embodiment of the extraction process performed by gateway 102 is described below in conjunction with FIG. 7.
In one embodiment, a "barcode" or "one-dimensional digital paper" is used that is insensitive to resolution differences between different bitmap representations of the image. The "bar codes" comprises alternating black and white spaces. The information is contained in the relative length of the runs of the black. Each code begins with a special marker of a black space followed by a white space followed by another black space, where the length of the white space is approximately equal to the length of each of the surrounding black spaces. Subsequent runs of black are compared with the average length of the runs in the start sequence and are interpreted as multiples of that length. An ending sequence similar to the start sequence is required for a valid code. Any long run of white before the end sequence will invalidate the code. Since the machine readable code is based on the relative lengths of the runs, it is insensitive to the resolution and can be computed quickly in a single pass through the image. Thicker codes (e.g., the height) add redundancy, making it insensitive to skew and noise.
Where the document comprises, for instance, a form, gateway 102 may be required to perform recognition on specific areas or boxes on the image to identify the documents to be retrieved. Gateway 102 may also have to locate marks (e.g., "x", etc.) placed on the document by the user that are part of the document selection process.
Using the locator/identifier, gateway 102 retrieves the desired documents over the Internet 105 (processing block 603). Note that gateway 102 may also have to use marks (e.g., "x") on the image along with the locator/identifier to retrieve a document. In such a case, a different document is sent if the mark is made in a different location, even though the locator/identifier is the same. This adds a key value pair to the URL which the gateway requests from a web server that includes the x,y position of the mark in image.
Once the desired documents have been obtained, gateway 102 creates an image of each document for transmission to the user (processing block 404). In one embodiment, gateway 102 creates images by parsing, formatting and rendering the documents. The parsing of the documents, as well as formatting and rendering of the parsed documents, includes the conversion of document identifiers/locators associated with the retrieved documents to a machine readable code (e.g., bar code, digital paper, etc.) to be included in the images faxed to the user (to enable user selection of additional documents). Rendering is necessary for most documents to convert the data from ASCII to a raster bitmap, the protocol used by fax machines (and other marking engines).
Once the image has been created, gateway 102 sends the image by fax to the user (processing block 605). Upon receipt of the retrieved documents from gateway 102, the user may select additional documents for retrieval as described above. In this manner, a fax machine may retrieve any document on the Web without having an Internet connection available to itself.
Gateway 102 may return not only a requested page, but also all or some number of pages pointed to by that page. On the other hand, gateway 102 may split up pages that are very long and only return part of the page, along with a link to the remainder.
FIG. 7 illustrates one embodiment of the extraction process performed by gateway 102 of the present invention. Referring to FIG. 7, gateway 102 initially extracts circled regions from the faxed image received via its fax modem(s) (processing block 701). In one embodiment, the circled regions are extracted by painting the entire image a single color (e.g., black) except for the circled regions. Thus, only the machine readable information (e.g., bar codes) that is circled remain after painting the image. An example of a painted image is shown in FIG. 8.
Then the processing logic of gateway 102 searches the document for circled regions (non-painted regions) based on the pixel color until the circled regions are obtained. Once located, the information in the circled regions is extracted.
After extracting the circled regions, the information is decoded to determine the identifier/locator, URL, (processing block 702). Thus, the bar codes or other machine readable code circled on the received faxed image are decoded to produce a code.
Using the code, gateway 102 obtains the identifier/locator (e.g., URL) (processing block 703). In one embodiment, the code comprises the identifier/locator (e.g., the URL). In an alternative embodiment, the code resulting from the decoding performed by gateway 102 is used by gateway 102 as a pointer to an accessible storage location, list or table that contains the identifier/locator. As a pointer, the code may include a first portion representing a pointer to the list or table and a second portion indicating the entry in the list or table that contains the identifier/locator. Note that in one embodiment, all of the identifiers/locators may be appear on the face of the faxed image, with the code indicating which of the listed identifiers/locators the user has selected.
One Embodiment of the Gateway of the Present Invention
One embodiment of the gateway of the present invention comprises a computer system or workstation having at least a processor, random access memory, and a bus, and runs an operating system, etc. FIG. 9 is a block diagram of one embodiment of the computer system that may incorporate the teachings of the present invention. Referring to FIG. 9, computer system 900 comprises a bus or other communication means 901 for communicating information, and a processor 902 coupled with bus 901 for processing information.
System 900 further comprises a random access memory (RAM) or other dynamic storage device 904 (referred to as main memory), coupled to bus 901 for storing information and instructions to be executed by processor 902. Main memory 904 also may be used for storing temporary variables or other intermediate information during execution of instructions by processor 902. Computer system 900 also comprises a read only memory (ROM) and/or other static storage device 906 coupled to bus 901 for storing static information and instructions for processor 902, and a data storage device 907 such as a magnetic disk or optical disk and its corresponding disk drive. Data storage device 907 is coupled to bus 901 for storing information and instructions.
Computer system 900 also comprises fax modems 940 and an Internet connection 941. Internet connection 941 may be a local area connection (e.g., ethernet) or maybe an ISDN line. In another embodiment, Internet connection 941 may be a modem running PPP or SLIP. The present invention is not limited to use with the Internet and, thus, the connection 941 may be for use in connection to any network using the TCP/IP or other protocols, to which a "router" is connected that allows communication with some other network. The two networks form an "Inter-Network". Internet refers to the largest, global set of such connected networks which may pass information back and forth between them. The methods of connecting to a network include a physical communications link, such as ethernet, ISDN, modem and phone lines, or wireless modems, and TCP/IP, SLIP, or PPP software.
Computer system 900 may further include various input/output peripherals, such as a display device, such as a cathode ray tube (CRT) or liquid crystal display (LCD) coupled to bus 901 for displaying information to a computer user. An alphanumeric input device, including alphanumeric and other keys, may also be coupled to bus 901 for communicating information and command selections to processor 902. An additional user input device is cursor control, such as a mouse, a trackball, stylus, or cursor direction keys, coupled to bus 901 for communicating direction information and command selections to processor 902, and for controlling cursor movement on a display. Another device which may be coupled to bus 901 is hard copy device which may be used for printing instructions, data, or other information on a medium such as paper, film, or similar types of media.
Note that any or all of the components of system 900 and associated hardware may be used; however, it can be appreciated that any type of configuration of the system may be used for various purposes as the user requires.
The user, or client, may need only have a fax machine that is coupled to the gateway of the present invention, permitting exchanging of documents (through phone lines).
As a gateway, computer system 900 of the present invention may run various software to perform a variety of functions. In one embodiment, computer system 900 runs Internet communications protocol software, such as, for example, TCP/IP, which is well known to those skilled in the art. Computer system 900 also runs fax modem driver software used to send and receive faxes, as well as the HyperTexts Transfer Protocol (HTTP) server software, such as, for instance, CERN or NCSA server software, which are well-known in the art. Control software is also run by computer system 900 for handling faxed images as described above. Computer system 900 may also run character recognition software, as well as bitmap extraction and processing software. Also, the computer system 900 runs software (e.g., HTTP client software) to retrieve an identifier/locator (e.g., a URL) and format it appropriately for a fax machine.
In one embodiment, to determine where to return retrieved documents, software running in computer system 900 obtains the return phone number. The phone number may also be obtained during the handshaking that occurs as part of the standard interface to fax machine 101. Once the phone number is obtained from the handshake, the software incorporates it into the Tiff image. In an alternative embodiment, fax machines remain in communication (connected) with the gateway while the document is retrieved and then sent back.
In one embodiment, when processing the image, software running in computer system 900 crops the margins of the image, identifies which active regions have been circled, fills-in those areas of the image that have not been circled, locates and parses any remaining machine readable identifiers, and for each machine readable paper mark decoded, and finds the corresponding URL in a database of URLs that have been sent to the user.
Note that in one embodiment, each document is assigned a unique ID when it is rendered by the gateway. This ID is printed at the top of the document and specifies the name of a file which holds the mapping between the machine readable codes and the URLs.
After processing the image, computer system 900 passes each URL and the return phone number to retrieval and rendering software. The retrieval and rendering engine retrieves the URL, parses the document, renders it (including the digital paper), updates the data base of document identifiers, and sends the rendered document by fax to the return phone number.
The retrieval and rendering software retrieves the URL and converts each URL in the retrieved document to a global URL which includes a full specification of the location of the link.
In one embodiment, software converts the retrieved document, which is in html format, to PostScript format or directly to G3 "fax" format. The in-line images are also retrieved and converted to PostScript for inclusion in the document. Note that in this embodiment, html source is converted to "LaTEX" format. That is, the html source is converted into source for the LaTEX document formatting system. The LaTEX source includes commands to generate the digital paper marks. Software running on computer system 900 assigns link numbers to each link and includes the appropriate LaTEX commands in a LaTEX source file to print those codes in machine readable format. Note that one mark is created to identify the document and is printed as a header on each page. Software also stores a list of codes and URLs in a temporary file. The machine readable identifiers are created and the machine readable code is printed under the text. Software running on computer system 900 then generates the PostScript image using, for example, LaTEX dvips.
Latex is a macro package for Tex, a software program written by Donald Knuth at Stanford University, Palo Alto, Calif. Latex generates "dvi" (device independent) output from the LaTEX source. These can be translated to PostScript using "dvips" a software program written by Thomas Rokicki at Stanford University, Palo Alto, Calif. All these programs are well known in the art.
In sum, any document on the World Wide Web may be retrieved through the gateway of the present invention. All the user needs is a phone number of the gateway of the present invention. A gateway may service a regional area or be a proxy machine for all the facsimile machines known to it.
Furthermore, each page may include some additional machine readable information. In one embodiment, one mark per page identifies that page, and a bit of machine readable information is printed under each active link. Thus, URL referencing can be done in a robust, page independent manner.
Finally, a modified version of the gateway could be a fax enhancement or replacement machine that individuals could use directly. This machine would be able to interface to the Internet protocol directly and would dial up an Internet access point when asked to retrieve a Web document. In this case, one benefit would be greatly simplified access to the World Wide Web (and) using basic functionality of the fax machine. Note that in addition to the Web access, such a machine could provide email access.
Whereas, many alterations and modifications of the present invention will no doubt become apparent to a person of ordinary skill in the art after having read the foregoing description, it is to be understood that the particular embodiment shown and described by way of illustration are in no way to be considered limiting. Therefore, reference to the details of the various embodiments are not intended to limit the scope of the claims which themselves recite only those features regarded as essential to the invention.
Thus, a document searching system has been described.
|Cited Patent||Filing date||Publication date||Applicant||Title|
|US4013827 *||Oct 22, 1975||Mar 22, 1977||Siemens Aktiengesellschaft||Process and an arrangement for facsimile coding with address insertion of a specific surface element scanned for transmission limiting fault effectiveness up to the next inserted address|
|US4553206 *||Oct 3, 1983||Nov 12, 1985||Wang Laboratories, Inc.||Image storage and retrieval|
|US4553261 *||May 31, 1983||Nov 12, 1985||Horst Froessl||Document and data handling and retrieval system|
|US4574395 *||Jan 16, 1984||Mar 4, 1986||Fuji Xerox Co., Ltd.||Picture image filing apparatus|
|US4760606 *||Jun 30, 1986||Jul 26, 1988||Wang Laboratories, Inc.||Digital imaging file processing system|
|US5068888 *||Aug 11, 1989||Nov 26, 1991||Afd Systems, Inc.||Interactive facsimile information retrieval system and method|
|US5093873 *||Dec 27, 1990||Mar 3, 1992||Kabushiki Kaisha Toshiba||Electronic filing apparatus using part of read image information as retrieval information|
|US5099340 *||May 9, 1990||Mar 24, 1992||Sharp Kabushiki Kaisha||Electronic filing apparatus|
|US5115326 *||Jun 26, 1990||May 19, 1992||Hewlett Packard Company||Method of encoding an e-mail address in a fax message and routing the fax message to a destination on a network|
|US5129016 *||Oct 29, 1990||Jul 7, 1992||Hitachi, Ltd.||System for registration of documents|
|US5170266 *||Feb 20, 1990||Dec 8, 1992||Document Technologies, Inc.||Multi-capability facsimile system|
|US5175684 *||Dec 31, 1990||Dec 29, 1992||Trans-Link International Corp.||Automatic text translation and routing system|
|US5237430 *||Apr 19, 1991||Aug 17, 1993||Ricoh Company, Ltd.||Facsimile apparatus which stores image data in a bulk storage device|
|US5241466 *||Jun 26, 1991||Aug 31, 1993||Perry Victor A||System for administering a central depository for living wills and other associated information|
|US5301315 *||Sep 27, 1991||Apr 5, 1994||Computer Concepts Corp.||Indexing/compression scheme for supporting graphics and data selection|
|US5337362 *||Apr 15, 1993||Aug 9, 1994||Ricoh Corporation||Method and apparatus for placing data onto plain paper|
|US5339412 *||Dec 13, 1993||Aug 16, 1994||Ricoh Company, Ltd.||Electronic filing system using a mark on each page of the document for building a database with respect to plurality of multi-page documents|
|US5341222 *||May 18, 1992||Aug 23, 1994||Demand Publishing, Inc.||Distributed facsimile information system and method|
|US5436960 *||May 20, 1991||Jul 25, 1995||Campana, Jr.; Thomas J.||Electronic mail system with RF communications to mobile processors and method of operation thereof|
|US5461488 *||Sep 12, 1994||Oct 24, 1995||Motorola, Inc.||Computerized facsimile (FAX) system and method of operation|
|US5497319 *||Sep 26, 1994||Mar 5, 1996||Trans-Link International Corp.||Machine translation and telecommunications system|
|US5530852 *||Dec 20, 1994||Jun 25, 1996||Sun Microsystems, Inc.||Method for extracting profiles and topics from a first file written in a first markup language and generating files in different markup languages containing the profiles and topics for use in accessing data described by the profiles and topics|
|US5548666 *||Dec 9, 1994||Aug 20, 1996||Kabushiki Kaisha Toshiba||Image forming apparatus with filing function which can store image data and can efficiently perform document filing|
|US5563955 *||Nov 21, 1990||Oct 8, 1996||The Board Of Trustees Of The University Of Arkansas||Apparatus and/or method for recognizing printed data in an image|
|US5576954 *||Nov 5, 1993||Nov 19, 1996||University Of Central Florida||Process for determination of text relevancy|
|US5579407 *||Sep 2, 1993||Nov 26, 1996||Murez; James D.||Optical character classification|
|US5608786 *||Feb 13, 1995||Mar 4, 1997||Alphanet Telecom Inc.||Unified messaging system and method|
|Citing Patent||Filing date||Publication date||Applicant||Title|
|US6006217 *||Nov 7, 1997||Dec 21, 1999||International Business Machines Corporation||Technique for providing enhanced relevance information for documents retrieved in a multi database search|
|US6014668 *||Oct 7, 1997||Jan 11, 2000||Ricoh Company, Ltd.||Document information management system and method of generating a human-computer interactive document sheet allowing relevant information retrieval from a remote site|
|US6070798 *||Feb 21, 1997||Jun 6, 2000||Nethery; Kee||Purchaser generated transaction recording and negotiable instrument payment system|
|US6131095 *||Dec 11, 1996||Oct 10, 2000||Hewlett-Packard Company||Method of accessing a target entity over a communications network|
|US6163536 *||Jun 11, 1997||Dec 19, 2000||International Business Machines Corporation||Communication system including a client controlled gateway for concurrent voice/data messaging with a data server|
|US6167451 *||Jan 20, 1998||Dec 26, 2000||Netscape Communications Corporation||Multiple push protocol unifying system|
|US6243443||Feb 20, 1997||Jun 5, 2001||Hewlett-Packard Company||Method of making available content resources to users of a telephone network|
|US6246758||Dec 11, 1996||Jun 12, 2001||Hewlett-Packard Company||Method of providing telecommunication services|
|US6253198 *||May 11, 1999||Jun 26, 2001||Search Mechanics, Inc.||Process for maintaining ongoing registration for pages on a given search engine|
|US6272492 *||Nov 21, 1997||Aug 7, 2001||Ibm Corporation||Front-end proxy for transparently increasing web server functionality|
|US6279013 *||Jul 20, 1998||Aug 21, 2001||Xerox Corporation||Interactive newspaper|
|US6282281||Dec 11, 1996||Aug 28, 2001||Hewlett-Packard Company||Method of providing telecommunications services|
|US6314422 *||Dec 9, 1997||Nov 6, 2001||Chrysler Corporation||Method for softlinking between documents in a vehicle diagnostic system|
|US6335927||Nov 18, 1996||Jan 1, 2002||Mci Communications Corporation||System and method for providing requested quality of service in a hybrid network|
|US6341282 *||Apr 19, 1999||Jan 22, 2002||Electronic Data Systems Corporation||Information retrieval system and method|
|US6348970 *||Apr 29, 1998||Feb 19, 2002||Qwest Communications Int'l., Inc.||Apparatus and method for interfacing a computer network to a facsimile machine|
|US6351747 *||Apr 12, 1999||Feb 26, 2002||Multex.Com, Inc.||Method and system for providing data to a user based on a user's query|
|US6356923 *||Jul 21, 1998||Mar 12, 2002||Ricoh Company, Ltd.||Document information management system|
|US6366698 *||Mar 6, 1998||Apr 2, 2002||Casio Computer Co., Ltd.||Portable terminal device for transmitting image data via network and image processing device for performing an image processing based on recognition result of received image data|
|US6381592 *||Dec 3, 1997||Apr 30, 2002||Stephen Michael Reuning||Candidate chaser|
|US6415278 *||Nov 14, 1997||Jul 2, 2002||Adobe Systems Incorporated||Retrieving documents transitively linked to an initial document|
|US6424426 *||Mar 28, 2000||Jul 23, 2002||Mongonet||Fax-to-email and email-to-fax communication system and method|
|US6456594||Jul 24, 2000||Sep 24, 2002||Connect One, Llp||Multi-protocol communications routing optimization|
|US6466570||Dec 11, 1996||Oct 15, 2002||Hewlett-Packard Company||Method of accessing service resource items that are for use in a telecommunications system|
|US6473404||Sep 20, 2000||Oct 29, 2002||Connect One, Inc.||Multi-protocol telecommunications routing optimization|
|US6501779 *||May 26, 2000||Dec 31, 2002||Nxi Communications, Inc.||Network communication system|
|US6567799 *||Feb 6, 2002||May 20, 2003||Adobe Systems Incorporated||Retrieving documents transitively linked to an initial document|
|US6578053 *||Feb 25, 1999||Jun 10, 2003||Kabushiki Kaisha Toshiba||Document management system and document management method applied thereto|
|US6597808||Dec 6, 1999||Jul 22, 2003||Matsushita Electric Industrial Co., Ltd.||User drawn circled region extraction from scanned documents|
|US6640223 *||Apr 3, 2002||Oct 28, 2003||America Online, Inc.||Seamless integration of internet resources|
|US6654601||Nov 30, 2000||Nov 25, 2003||Pitney Bowes Inc.||Method and system for remote retrieval of messages using spontaneous networking technology|
|US6661933 *||Jan 5, 1999||Dec 9, 2003||Matsushita Electric Industrial Co., Ltd.||Apparatus and method for image data processing|
|US6671706 *||Aug 12, 2000||Dec 30, 2003||Keith Vinh||Method and system for editing the content of a web site with a facsimile transmission|
|US6690396||Dec 27, 1999||Feb 10, 2004||Gateway, Inc.||Scannable design of an executable|
|US6690654||Oct 1, 1998||Feb 10, 2004||Mci Communications Corporation||Method and system for multi-media collaboration between remote parties|
|US6725251 *||Mar 17, 1997||Apr 20, 2004||Fujitsu Limited||Local-file-transfer method and local-filed-transfer system for client-server system|
|US6731625||Feb 10, 1997||May 4, 2004||Mci Communications Corporation||System, method and article of manufacture for a call back architecture in a hybrid network with support for internet telephony|
|US6744528||Nov 30, 2000||Jun 1, 2004||Pitney Bowes Inc.||Method and system for remote printing of documents|
|US6751732||Jul 12, 2001||Jun 15, 2004||Pitney Bowes Inc.||Method and system for secure delivery and printing of documents via a network device|
|US6754181||Nov 18, 1996||Jun 22, 2004||Mci Communications Corporation||System and method for a directory service supporting a hybrid communication system architecture|
|US6785670 *||Mar 16, 2000||Aug 31, 2004||International Business Machines Corporation||Automatically initiating an internet-based search from within a displayed document|
|US6789080||Mar 13, 2003||Sep 7, 2004||Adobe Systems Incorporated||Retrieving documents transitively linked to an initial document|
|US6798771||Dec 11, 1996||Sep 28, 2004||Hewlett-Packard Development Company, L.P.||Call setup gateway for telecommunications system|
|US6801932||Nov 7, 2000||Oct 5, 2004||Pitney Bowes Inc||Method and system for remote retrieval of documents|
|US6823370||Jul 10, 2002||Nov 23, 2004||Nortel Networks Limited||System and method for retrieving select web content|
|US6829605 *||May 24, 2001||Dec 7, 2004||Microsoft Corporation||Method and apparatus for deriving logical relations from linguistic relations with multiple relevance ranking strategies for information retrieval|
|US6867875||Dec 6, 1999||Mar 15, 2005||Matsushita Electric Industrial Co., Ltd.||Method and apparatus for simplifying fax transmissions using user-circled region detection|
|US6938033||Oct 1, 1999||Aug 30, 2005||Citibank, N.A.||System and method of using e-mail centered internet interaction|
|US6972863 *||Mar 19, 2001||Dec 6, 2005||Hewlett-Packard Development Company, L.P.||Direct barcode printing from internet database|
|US6983415 *||Mar 25, 1998||Jan 3, 2006||Seiko Epson Corporation||Computer peripheral device and a processing system having a hypertext interpretation section and control method therefor|
|US6996235||Oct 8, 2001||Feb 7, 2006||Pitney Bowes Inc.||Method and system for secure printing of documents via a printer coupled to the internet|
|US6999204||Apr 5, 2001||Feb 14, 2006||Global 360, Inc.||Document processing using color marking|
|US7003719 *||Jan 25, 1999||Feb 21, 2006||West Publishing Company, Dba West Group||System, method, and software for inserting hyperlinks into documents|
|US7010177 *||Aug 27, 1998||Mar 7, 2006||Intel Corporation||Portability of digital images|
|US7012916||Jan 18, 2002||Mar 14, 2006||Hewlett-Packard Development Company, L.P.||Method and apparatus for accessing communication data relevant to a target entity identified by a number string|
|US7072473 *||Jul 12, 2001||Jul 4, 2006||Pitney Bowes Inc.||Method and system for secure delivery and retrieval of documents utilizing a facsimile machine|
|US7075668 *||Aug 10, 2001||Jul 11, 2006||Hewlett-Packard Development Company, L.P.||Direct printing from internet database|
|US7079275||May 28, 2002||Jul 18, 2006||Mongonet||Method and system for facilitating paper to electronic communications|
|US7089487 *||Sep 11, 2003||Aug 8, 2006||Mary Y. Y. Tsai||Method and apparatus for linking designated portions of a received document image with an electronic address|
|US7106470 *||Aug 10, 2001||Sep 12, 2006||Hewlett-Packard Development Company, L.P.||Direct printing from internet database|
|US7113300||Jul 12, 2001||Sep 26, 2006||Pitney Bowes Inc.||Method and system for secure delivery and printing of documents|
|US7164488||May 24, 2002||Jan 16, 2007||Mongonet||Fax-to-email and email-to-fax communication system and method|
|US7180638 *||Feb 16, 2000||Feb 20, 2007||Ricoh Co., Ltd.||Network fax machine using a web page as a user interface|
|US7206304||Jan 18, 2002||Apr 17, 2007||Hewlett-Packard Development Company, L.P.||Method and apparatus for determining a telephone number for accessing a target entity|
|US7242496 *||Oct 5, 2004||Jul 10, 2007||Murata Kikai Kabushiki Kaisha||Facsimile machine and data conversion device|
|US7249127 *||Apr 28, 2004||Jul 24, 2007||Microsoft Corporation||Method and apparatus for deriving logical relations from linguistic relations with multiple relevance ranking strategies for information retrieval|
|US7304757 *||Dec 21, 2001||Dec 4, 2007||Hewlett-Packard Development Company, L.P.||System and method for secure printing|
|US7333966||Jun 13, 2002||Feb 19, 2008||Thomson Global Resources||Systems, methods, and software for hyperlinking names|
|US7356768||Nov 27, 2002||Apr 8, 2008||Adobe Systems Incorporated||Using document templates to assemble a collection of documents|
|US7401067||Sep 3, 2004||Jul 15, 2008||Adobe Systems Incorporated||Retrieving documents transitively linked to an initial document|
|US7417774||Aug 2, 2001||Aug 26, 2008||Ctb/Mcgraw-Hill Llc||Method and apparatus for selective processing of captured images|
|US7571174||Jan 3, 2005||Aug 4, 2009||Thomson Reuters Global Resurces||Systems, methods, interfaces and software for automated collection and integration of entity data into online databases and professional directories|
|US7573616||May 25, 2001||Aug 11, 2009||Ctb/Mcgraw-Hill Llc||Enhanced data capture from imaged documents|
|US7669148||Jul 31, 2006||Feb 23, 2010||Ricoh Co., Ltd.||System and methods for portable device for mixed media system|
|US7702673||Jul 31, 2006||Apr 20, 2010||Ricoh Co., Ltd.||System and methods for creation and use of a mixed media environment|
|US7711738 *||Nov 15, 2000||May 4, 2010||West Services, Inc.||Method, system and computer-readable medium for accessing and retrieving court records, items and documents|
|US7712036||Nov 17, 2003||May 4, 2010||Gateway, Inc.||Scannable design of an executable|
|US7715371||Oct 30, 2006||May 11, 2010||Comcast Ip Holdings I, Llc||Method and apparatus for accessing communication data relevant to a target entity identified by a number string|
|US7716296||Jan 16, 2007||May 11, 2010||Mongonet||Fax-to-email and email-to-fax communication system and method|
|US7746496||Mar 30, 2007||Jun 29, 2010||Mongonet||Method and system for pay per use document transfer via computer network transfer protocols|
|US7755790||Feb 16, 2006||Jul 13, 2010||Mongonet||Method and system for transferring sponsored digitized representations of documents via computer network transfer protocols|
|US7769772||Jul 8, 2009||Aug 3, 2010||Ricoh Co., Ltd.||Mixed media reality brokerage network with layout-independent recognition|
|US7804613||Feb 6, 2006||Sep 28, 2010||Mongonet||Method and system for facilitating paper to electronic communications|
|US7804816||Feb 25, 2005||Sep 28, 2010||Comcast Ip Holdings I, Llc||Method and apparatus for accessing communication data relevant to a target entity identified by a number string|
|US7812986||Jul 31, 2006||Oct 12, 2010||Ricoh Co. Ltd.||System and methods for use of voice mail and email in a mixed media environment|
|US7817295||Mar 30, 2007||Oct 19, 2010||Mongonet||Method and system for modified document transfer via computer network transfer protocols|
|US7826100||Aug 20, 2007||Nov 2, 2010||Mongonet||Methods and apparatus for facsimile transmissions to electronic storage destinations including embedded barcode fonts|
|US7885955||Jul 31, 2006||Feb 8, 2011||Ricoh Co. Ltd.||Shared document annotation|
|US7903641||Feb 20, 2009||Mar 8, 2011||Comcast Ip Holdings, I, Llc|
|US7911660||Jun 18, 2008||Mar 22, 2011||Ctb/Mcgraw-Hill Llc||Method and apparatus for data capture from imaged documents|
|US7917554||Jul 31, 2006||Mar 29, 2011||Ricoh Co. Ltd.||Visibly-perceptible hot spots in documents|
|US7920759||Jul 31, 2006||Apr 5, 2011||Ricoh Co. Ltd.||Triggering applications for distributed action execution and use of mixed media recognition as a control input|
|US7937409||May 20, 2008||May 3, 2011||Adobe Systems Incorporated||Retrieving documents transitively linked to an initial document|
|US7940411||Mar 30, 2007||May 10, 2011||Mongonet||Method and system for entry of electronic data via fax-to-email communication|
|US7944573||Apr 27, 2007||May 17, 2011||Mongonet||Methods and apparatus for authenticating facsimile transmissions to electronic storage destinations|
|US7966494||Jan 8, 2007||Jun 21, 2011||Digimarc Corporation||Visual content-based internet search methods and sub-combinations|
|US7970171||Jan 18, 2007||Jun 28, 2011||Ricoh Co., Ltd.||Synthetic image and video generation from ground truth data|
|US7979787 *||Aug 7, 2006||Jul 12, 2011||Mary Y. Y. Tsai||Method and apparatus for linking designated portions of a received document image with an electronic address|
|US7991778||Jul 31, 2006||Aug 2, 2011||Ricoh Co., Ltd.||Triggering actions with captured input in a mixed media environment|
|US8001129||Jul 28, 2009||Aug 16, 2011||Thomson Reuters Global Resources||Systems, methods, interfaces and software for automated collection and integration of entity data into online databases and professional directories|
|US8001457||Feb 6, 2006||Aug 16, 2011||West Services, Inc.||System, method, and software for inserting hyperlinks into documents|
|US8005831||Jul 31, 2006||Aug 23, 2011||Ricoh Co., Ltd.||System and methods for creation and use of a mixed media environment with geographic location information|
|US8005843||May 20, 2008||Aug 23, 2011||Adobe Systems Incorporated||Retrieving documents transitively linked to an initial document|
|US8023131||Feb 16, 2006||Sep 20, 2011||Mongonet||Method and system for combining separate digitized representations of documents for retransmission via computer network transfer protocols|
|US8023132||Feb 16, 2006||Sep 20, 2011||Mongonet||Method and system for transferring digitized representations of documents via computer network transfer protocols|
|US8035834||Mar 30, 2007||Oct 11, 2011||Mongonet||Methods and apparatus for manipulating and providing facsimile transmissions to electronic storage destinations|
|US8045203||Aug 20, 2007||Oct 25, 2011||Mongonet||Methods and apparatus for secure facsimile transmissions to electronic storage destinations|
|US8045204||Aug 20, 2007||Oct 25, 2011||Mongonet||Methods and apparatus for facsimile transmissions to electronic storage destinations including tracking data|
|US8073263||Oct 7, 2008||Dec 6, 2011||Ricoh Co., Ltd.||Multi-classifier selection and monitoring for MMR-based image recognition|
|US8082328 *||Nov 24, 2009||Dec 20, 2011||Ricoh Co., Ltd.||Method and apparatus for publishing documents over a network|
|US8086038||Jul 11, 2007||Dec 27, 2011||Ricoh Co., Ltd.||Invisible junction features for patch recognition|
|US8094647||Jun 14, 2001||Jan 10, 2012||Verizon Services Corp.||System and method for providing requested quality of service in a hybrid network|
|US8122099 *||Mar 19, 2003||Feb 21, 2012||Brother Kogyo Kabushiki Kaisha||Image forming device that prepares and transmits formatted order data to web server|
|US8144921||Jul 11, 2007||Mar 27, 2012||Ricoh Co., Ltd.||Information retrieval using invisible junctions and geometric constraints|
|US8156115||Mar 31, 2008||Apr 10, 2012||Ricoh Co. Ltd.||Document-based networking with mixed media reality|
|US8156116||Dec 23, 2008||Apr 10, 2012||Ricoh Co., Ltd||Dynamic presentation of targeted information in a mixed media reality recognition system|
|US8156427||Jul 31, 2006||Apr 10, 2012||Ricoh Co. Ltd.||User interface for mixed media reality|
|US8170008||Feb 20, 2009||May 1, 2012||Comcast Ip Holdings I, Llc|
|US8176054||Jul 12, 2007||May 8, 2012||Ricoh Co. Ltd||Retrieving electronic documents by converting them to synthetic text|
|US8184155||Jul 11, 2007||May 22, 2012||Ricoh Co. Ltd.||Recognition and tracking using invisible junctions|
|US8184318||Apr 27, 2007||May 22, 2012||Mongonet||Methods and apparatus for compositing facsimile transmissions to electronic storage destinations|
|US8189565||Feb 20, 2009||May 29, 2012||Comcast Ip Holdings I, Llc|
|US8195540||Jul 24, 2009||Jun 5, 2012||Mongonet||Sponsored facsimile to e-mail transmission methods and apparatus|
|US8195659||Jul 31, 2006||Jun 5, 2012||Ricoh Co. Ltd.||Integration and use of mixed media documents|
|US8201076||Oct 17, 2008||Jun 12, 2012||Ricoh Co., Ltd.||Capturing symbolic information from documents upon printing|
|US8204046||Aug 9, 2010||Jun 19, 2012||Comcast Ip Holdings I, Llc||Method and apparatus for accessing service resource items that are for use in a telecommunications system|
|US8223752||Feb 9, 2012||Jul 17, 2012||Comcast Ip Holdings I, Llc||Method for accessing service resource items that are for use in a telecommunications system|
|US8275100||Aug 20, 2007||Sep 25, 2012||Mongonet||Methods and apparatus for billing of facsimile transmissions to electronic storage destinations|
|US8276088||Jul 11, 2007||Sep 25, 2012||Ricoh Co., Ltd.||User interface for three-dimensional navigation|
|US8285791||Oct 23, 2009||Oct 9, 2012||Wireless Recognition Technologies Llc||Method and apparatus for sharing information using a handheld device|
|US8332401||Jul 31, 2006||Dec 11, 2012||Ricoh Co., Ltd||Method and system for position-based image matching in a mixed media environment|
|US8335789||Jul 31, 2006||Dec 18, 2012||Ricoh Co., Ltd.||Method and system for document fingerprint matching in a mixed media environment|
|US8352485||Dec 9, 2011||Jan 8, 2013||Tigerlogic Corporation||Systems and methods of displaying document chunks in response to a search request|
|US8369655||Sep 29, 2008||Feb 5, 2013||Ricoh Co., Ltd.||Mixed media reality recognition using multiple specialized indexes|
|US8385589||Feb 26, 2013||Berna Erol||Web-based content detection in images, extraction and recognition|
|US8385660||Jun 24, 2009||Feb 26, 2013||Ricoh Co., Ltd.||Mixed media reality indexing and retrieval for repeated content|
|US8489987||Nov 5, 2008||Jul 16, 2013||Ricoh Co., Ltd.||Monitoring and analyzing creation and usage of visual content using image and hotspot interaction|
|US8510283||Sep 15, 2008||Aug 13, 2013||Ricoh Co., Ltd.||Automatic adaption of an image recognition system to image capture devices|
|US8521737||Jul 31, 2006||Aug 27, 2013||Ricoh Co., Ltd.||Method and system for multi-tier image matching in a mixed media environment|
|US8526766 *||Oct 31, 2007||Sep 3, 2013||Ctb/Mcgraw-Hill Llc||Use of composite bitmapped images in conjunction with display of captured data|
|US8555166 *||May 22, 2006||Oct 8, 2013||Hillcrest Laboratories, Inc.||Dynamic hyperlinking approach|
|US8584042 *||Mar 21, 2007||Nov 12, 2013||Ricoh Co., Ltd.||Methods for scanning, printing, and copying multimedia thumbnails|
|US8600989||Jul 31, 2006||Dec 3, 2013||Ricoh Co., Ltd.||Method and system for image matching in a mixed media environment|
|US8612412 *||May 24, 2007||Dec 17, 2013||International Business Machines Corporation||Searching for a directory in a file system|
|US8676810||Sep 29, 2008||Mar 18, 2014||Ricoh Co., Ltd.||Multiple index mixed media reality recognition using unequal priority indexes|
|US8751484 *||Mar 27, 2012||Jun 10, 2014||Tigerlogic Corporation||Systems and methods of identifying chunks within multiple documents|
|US8812969||Mar 21, 2007||Aug 19, 2014||Ricoh Co., Ltd.||Methods for authoring and interacting with multimedia representations of documents|
|US8824750 *||Mar 19, 2012||Sep 2, 2014||Next Level Security Systems, Inc.||Distributive facial matching and notification system|
|US8825682||Sep 15, 2008||Sep 2, 2014||Ricoh Co., Ltd.||Architecture for mixed media reality retrieval of locations and registration of images|
|US8838591 *||Jul 31, 2006||Sep 16, 2014||Ricoh Co., Ltd.||Embedding hot spots in electronic documents|
|US8856108||Sep 15, 2008||Oct 7, 2014||Ricoh Co., Ltd.||Combining results of image retrieval processes|
|US8868555||Sep 15, 2008||Oct 21, 2014||Ricoh Co., Ltd.||Computation of a recongnizability score (quality predictor) for image retrieval|
|US8924374||Feb 22, 2008||Dec 30, 2014||Tigerlogic Corporation||Systems and methods of semantically annotating documents of different structures|
|US8924421||Feb 22, 2008||Dec 30, 2014||Tigerlogic Corporation||Systems and methods of refining chunks identified within multiple documents|
|US8938062||Jun 18, 2012||Jan 20, 2015||Comcast Ip Holdings I, Llc||Method for accessing service resource items that are for use in a telecommunications system|
|US8949287||Jul 31, 2006||Feb 3, 2015||Ricoh Co., Ltd.||Embedding hot spots in imaged documents|
|US8989431||Mar 31, 2008||Mar 24, 2015||Ricoh Co., Ltd.||Ad hoc paper-based networking with mixed media reality|
|US9002764||Dec 19, 2007||Apr 7, 2015||Thomson Reuters Global Resources||Systems, methods, and software for hyperlinking names|
|US9020966||Dec 19, 2008||Apr 28, 2015||Ricoh Co., Ltd.||Client device for interacting with a mixed media reality recognition system|
|US9036499||Mar 13, 2013||May 19, 2015||Patentmarks Communications, Llc||Multi-protocol telecommunications routing optimization|
|US9037567||Apr 14, 2010||May 19, 2015||Vcvc Iii Llc||Generating user-customized search results and building a semantics-enhanced search engine|
|US9058331||Jul 27, 2011||Jun 16, 2015||Ricoh Co., Ltd.||Generating a conversation in a social network based on visual search results|
|US9058379 *||Dec 23, 2011||Jun 16, 2015||Knapp Investment Company Limited||System, method and article of manufacture for advanced information gathering for targeted activities|
|US9063952||Oct 7, 2008||Jun 23, 2015||Ricoh Co., Ltd.||Mixed media reality recognition with image tracking|
|US9063953||Mar 8, 2010||Jun 23, 2015||Ricoh Co., Ltd.||System and methods for creation and use of a mixed media environment|
|US9092414||Feb 7, 2008||Jul 28, 2015||Adobe Systems Incorporated||Using document templates to assemble a collection of documents|
|US9129036||Feb 22, 2008||Sep 8, 2015||Tigerlogic Corporation||Systems and methods of identifying chunks within inter-related documents|
|US9171202||Jul 31, 2006||Oct 27, 2015||Ricoh Co., Ltd.||Data organization and access for mixed media document system|
|US9176984||Oct 17, 2008||Nov 3, 2015||Ricoh Co., Ltd||Mixed media reality retrieval of differentially-weighted links|
|US9189479||Sep 12, 2012||Nov 17, 2015||Vcvc Iii Llc||Semantic web portal and platform|
|US9191505||Jul 6, 2012||Nov 17, 2015||Comcast Cable Communications, Llc||Stateful home phone service|
|US20010053252 *||Jun 13, 2001||Dec 20, 2001||Stuart Creque||Method of knowledge management and information retrieval utilizing natural characteristics of published documents as an index method to a digital content store|
|US20020002624 *||Feb 15, 2001||Jan 3, 2002||Rudiger Hausmann||Method for transmitting a message, and gateway|
|US20020064149 *||Jun 14, 2001||May 30, 2002||Elliott Isaac K.||System and method for providing requested quality of service in a hybrid network|
|US20020114324 *||Jan 18, 2002||Aug 22, 2002||Hewlett-Packard Company||Method and apparatus for determining a telephone number for accessing a target entity|
|US20020131071 *||Mar 19, 2001||Sep 19, 2002||Parry Travis J.||Direct barcode printing from internet database|
|US20020145746 *||Apr 5, 2001||Oct 10, 2002||Tim Mortenson||Document processing using color marking|
|US20020178152 *||May 24, 2001||Nov 28, 2002||Saliha Azzam||Method and apparatus for deriving logical relations from linguistic relations with multiple relevance ranking strategies for information retrieval|
|US20020186701 *||May 29, 2002||Dec 12, 2002||Kaplan Allen D.||Multi-protocol telecommunications routing optimization|
|US20020191227 *||May 24, 2002||Dec 19, 2002||Mongonet||Fax-to-email and email-to-fax communication system and method|
|US20020198847 *||Mar 21, 2002||Dec 26, 2002||Christer Fahraeus||Communications services, methods and systems|
|US20030011810 *||Jul 12, 2001||Jan 16, 2003||Pitney Bowes||Method and system for secure delivery and printing of documents|
|US20030012379 *||Jul 12, 2001||Jan 16, 2003||Pitney Bowes Incorporated||Method and system for secure delivery and retrieval of documents utilizing a facsimile machine|
|US20030020959 *||May 28, 2002||Jan 30, 2003||Mongonet||Method and system for facilitating paper to electronic communications|
|US20030030841 *||Aug 10, 2001||Feb 13, 2003||Parry Travis J.||Direct printing from internet database|
|US20030064988 *||May 17, 2002||Apr 3, 2003||Morgan Phillip Frederick||Pharmaceutically active morpholinol|
|US20030068045 *||Oct 8, 2001||Apr 10, 2003||Pitney Bowes Incorporated||Method and system for secure printing of documents via a printer coupled to the internet|
|US20030117640 *||Dec 21, 2001||Jun 26, 2003||Parry Travis J.||System and method for secure printing|
|US20030135826 *||Jun 13, 2002||Jul 17, 2003||West Publishing Company, Dba West Group||Systems, methods, and software for hyperlinking names|
|US20030236713 *||Mar 19, 2003||Dec 25, 2003||Brother Kogyo Kabushiki Kaisha||Image forming device that prepares and transmits formatted order data to web server|
|US20040046997 *||Sep 11, 2003||Mar 11, 2004||Irving Tsai||Method and apparatus for linking designated portions of a received document image with an electronic address|
|US20040095368 *||Nov 17, 2003||May 20, 2004||Gateway, Inc.||Scannable design of an executable|
|US20040126036 *||Aug 2, 2001||Jul 1, 2004||Poor David D.S.||Method and apparatus for selective processing of captured images|
|US20040131279 *||May 25, 2001||Jul 8, 2004||Poor David S||Enhanced data capture from imaged documents|
|US20040205079 *||Apr 28, 2004||Oct 14, 2004||Microsoft Corporation|
|US20050088686 *||Oct 5, 2004||Apr 28, 2005||Murata Kikai Kabushiki Kaisha||Facsimile machine and data conversion device|
|US20050141491 *||Feb 25, 2005||Jun 30, 2005||Hewlett-Packard Development Company, L.P.|
|US20050149519 *||Feb 28, 2005||Jul 7, 2005||Fujitsu Limited||Document information search apparatus and method and recording medium storing document information search program therein|
|US20050234968 *||Jan 3, 2005||Oct 20, 2005||Yohendran Arumainayagam||Systems, methods, interfaces and software for automated collection and integration of entity data into online databases and professional directories|
|US20060232813 *||Feb 6, 2006||Oct 19, 2006||Mongonet||Method and system for facilitating paper to electronic communications|
|US20060262352 *||Jul 31, 2006||Nov 23, 2006||Hull Jonathan J||Method and system for image matching in a mixed media environment|
|US20060262357 *||Jul 26, 2006||Nov 23, 2006||Irving Tsai||Method and apparatus for linking designated portions of a recieved document image with an electronic address|
|US20060262962 *||Jul 31, 2006||Nov 23, 2006||Hull Jonathan J||Method And System For Position-Based Image Matching In A Mixed Media Environment|
|US20060262976 *||Jul 31, 2006||Nov 23, 2006||Hart Peter E||Method and System for Multi-Tier Image Matching in a Mixed Media Environment|
|US20060268339 *||Aug 7, 2006||Nov 30, 2006||Irving Tsai|
|US20060285172 *||Jul 31, 2006||Dec 21, 2006||Hull Jonathan J||Method And System For Document Fingerprint Matching In A Mixed Media Environment|
|US20060285772 *||Jul 31, 2006||Dec 21, 2006||Hull Jonathan J||System and methods for creation and use of a mixed media environment|
|US20070008574 *||Feb 16, 2006||Jan 11, 2007||Mongonet||Method and system for transferring digitized representations of documents via computer network transfer protocols|
|US20070024899 *||Feb 16, 2006||Feb 1, 2007||Mongonet||Method and system for combining separate digitized representations of documents for retransmission via computer network transfer protocols|
|US20070028190 *||May 22, 2006||Feb 1, 2007||Scott Stachfield||Dynamic hyperlinking approach|
|US20070046982 *||Jul 31, 2006||Mar 1, 2007||Hull Jonathan J||Triggering actions with captured input in a mixed media environment|
|US20070046983 *||Jul 31, 2006||Mar 1, 2007||Hull Jonathan J||Integration and Use of Mixed Media Documents|
|US20070047002 *||Jul 31, 2006||Mar 1, 2007||Hull Jonathan J||Embedding Hot Spots in Electronic Documents|
|US20070047008 *||Jul 31, 2006||Mar 1, 2007||Jamey Graham||System and methods for use of voice mail and email in a mixed media environment|
|US20070047780 *||Jul 31, 2006||Mar 1, 2007||Hull Jonathan J||Shared Document Annotation|
|US20070047782 *||Jul 31, 2006||Mar 1, 2007||Hull Jonathan J||System And Methods For Creation And Use Of A Mixed Media Environment With Geographic Location Information|
|US20070047816 *||Jul 31, 2006||Mar 1, 2007||Jamey Graham||User Interface for Mixed Media Reality|
|US20070050712 *||Jul 31, 2006||Mar 1, 2007||Hull Jonathan J||Visibly-Perceptible Hot Spots in Documents|
|US20070052997 *||Jul 31, 2006||Mar 8, 2007||Hull Jonathan J||System and methods for portable device for mixed media system|
|US20070115500 *||Nov 21, 2005||May 24, 2007||Xerox Corporation||Method for operating communication device|
|US20070168557 *||Jan 16, 2007||Jul 19, 2007||Mongonet||Fax-to-email and email-to-fax communication system and method|
|US20070174338 *||May 16, 2006||Jul 26, 2007||Trace Liggett||Systems, methods, software and interfaces for integration of online research tasks into law firm workflow|
|US20070185840 *||Jan 8, 2007||Aug 9, 2007||Rhoads Geoffrey B||Audio-Based Internet Search Methods and Sub-Combinations|
|US20070223051 *||Mar 30, 2007||Sep 27, 2007||Mongonet||Method and system for modified document transfer via computer network transfer protocols|
|US20070229889 *||Mar 30, 2007||Oct 4, 2007||Mongonet||Method and system for pay per use document transfer via computer network transfer protocols|
|US20070229890 *||Mar 30, 2007||Oct 4, 2007||Mongonet||Methods and apparatus for manipulating and providing facsimile transmissions to electronic storage destinations|
|US20070236732 *||Apr 27, 2007||Oct 11, 2007||Mongo Net||Methods and apparatus for compositing facsimile transmissions to electronic storage destinations|
|US20070236749 *||Apr 27, 2007||Oct 11, 2007||Mongonet||Methods and apparatus for authenticating facsimile transmissions to electronic storage destinations|
|US20070236750 *||Apr 27, 2007||Oct 11, 2007||Mongonet||Methods and apparatus for facilitating facsimile transmissions to electronic storage destinations|
|US20070237314 *||Mar 30, 2007||Oct 11, 2007||Mongonet||Method and system for entry of electronic data via fax-to-email communication|
|US20080130040 *||Aug 20, 2007||Jun 5, 2008||Mongonet||Methods and apparatus for facsimile transmissions to electronic storage destinations including tracking data|
|US20080175507 *||Jan 18, 2007||Jul 24, 2008||Andrew Lookingbill||Synthetic image and video generation from ground truth data|
|US20080212144 *||Aug 20, 2007||Sep 4, 2008||Mongonet||Methods and apparatus for secure facsimile transmissions to electronic storage destinations|
|US20080222091 *||May 20, 2008||Sep 11, 2008||Adobe Systems Incorporated||Retrieving Documents Transitively Linked to an Initial Document|
|US20080227075 *||Mar 14, 2008||Sep 18, 2008||Ctb/Mcgraw-Hill, Llc||Method and system for redundant data capture from scanned documents|
|US20080235276 *||Mar 21, 2007||Sep 25, 2008||Ricoh Co., Ltd.||Methods for scanning, printing, and copying multimedia thumbnails|
|US20080235564 *||Mar 21, 2007||Sep 25, 2008||Ricoh Co., Ltd.||Methods for converting electronic content descriptions|
|US20080235585 *||Mar 21, 2007||Sep 25, 2008||Ricoh Co., Ltd.||Methods for authoring and interacting with multimedia representations of documents|
|US20080252912 *||May 20, 2008||Oct 16, 2008||Adobe Systems Incorporated||Retrieving Documents Transitively Linked To An Initial Document|
|US20080294600 *||May 24, 2007||Nov 27, 2008||Clark Timothy P||Searching for a Directory in a File System|
|US20080316552 *||Jun 18, 2008||Dec 25, 2008||Ctb/Mcgraw-Hill, Llc||Method and apparatus for data capture from imaged documents|
|US20090015676 *||Jul 11, 2007||Jan 15, 2009||Qifa Ke||Recognition and Tracking Using Invisible Junctions|
|US20090015875 *||Jun 19, 2008||Jan 15, 2009||Ctb/Mcgraw-Hill Companies, Inc.||Image manipulation of digitized images of documents|
|US20090016564 *||Jul 11, 2007||Jan 15, 2009||Qifa Ke||Information Retrieval Using Invisible Junctions and Geometric Constraints|
|US20090016604 *||Jul 11, 2007||Jan 15, 2009||Qifa Ke||Invisible Junction Features for Patch Recognition|
|US20090016615 *||Mar 31, 2008||Jan 15, 2009||Ricoh Co., Ltd.||Invisible Junction Feature Recognition For Document Security or Annotation|
|US20090018990 *||Jul 12, 2007||Jan 15, 2009||Jorge Moraleda||Retrieving Electronic Documents by Converting Them to Synthetic Text|
|US20090019402 *||Jul 11, 2007||Jan 15, 2009||Qifa Ke||User interface for three-dimensional navigation|
|US20090034701 *||Aug 20, 2007||Feb 5, 2009||Mongonet||Methods and apparatus for billing of facsimile transmissions to electronic storage destinations|
|US20090059271 *||Aug 20, 2007||Mar 5, 2009||Mongonet||Methods and apparatus for web-based status of facsimile transmissions to electronic storage destinations|
|US20090059310 *||Aug 20, 2007||Mar 5, 2009||Mongonet||Methods and apparatus for facsimile transmissions to electronic storage destinations including embedded barcode fonts|
|US20090063431 *||Nov 5, 2008||Mar 5, 2009||Berna Erol||Monitoring and analyzing creation and usage of visual content|
|US20090067726 *||Sep 15, 2008||Mar 12, 2009||Berna Erol||Computation of a recognizability score (quality predictor) for image retrieval|
|US20090070110 *||Sep 15, 2008||Mar 12, 2009||Berna Erol||Combining results of image retrieval processes|
|US20090070302 *||Sep 29, 2008||Mar 12, 2009||Jorge Moraleda||Mixed Media Reality Recognition Using Multiple Specialized Indexes|
|US20090070415 *||Sep 15, 2008||Mar 12, 2009||Hidenobu Kishi||Architecture for mixed media reality retrieval of locations and registration of images|
|US20090074300 *||Sep 15, 2008||Mar 19, 2009||Hull Jonathan J||Automatic adaption of an image recognition system to image capture devices|
|US20090076996 *||Oct 7, 2008||Mar 19, 2009||Hull Jonathan J||Multi-Classifier Selection and Monitoring for MMR-based Image Recognition|
|US20090080800 *||Sep 29, 2008||Mar 26, 2009||Jorge Moraleda||Multiple Index Mixed Media Reality Recognition Using Unequal Priority Indexes|
|US20090092287 *||Oct 7, 2008||Apr 9, 2009||Jorge Moraleda||Mixed Media Reality Recognition With Image Tracking|
|US20090100048 *||Oct 17, 2008||Apr 16, 2009||Hull Jonathan J||Mixed Media Reality Retrieval of Differentially-weighted Links|
|US20090100050 *||Dec 19, 2008||Apr 16, 2009||Berna Erol||Client device for interacting with a mixed media reality recognition system|
|US20090100334 *||Oct 17, 2008||Apr 16, 2009||Hull Jonathan J||Capturing Symbolic Information From Documents Upon Printing|
|US20090110270 *||Oct 31, 2007||Apr 30, 2009||Ctb/Mcgraw-Hill Llc||Use of Composite Bitmapped Images in Conjunction with Display of Captured Data|
|US20090125510 *||Dec 23, 2008||May 14, 2009||Jamey Graham||Dynamic presentation of targeted information in a mixed media reality recognition system|
|US20090216715 *||Feb 22, 2008||Aug 27, 2009||Jeffrey Matthew Dexter||Systems and Methods of Semantically Annotating Documents of Different Structures|
|US20090216738 *||Feb 22, 2008||Aug 27, 2009||Jeffrey Matthew Dexter||Systems and Methods of Identifying Chunks Within Inter-Related Documents|
|US20090216763 *||Feb 22, 2008||Aug 27, 2009||Jeffrey Matthew Dexter||Systems and Methods of Refining Chunks Identified Within Multiple Documents|
|US20090219923 *||Feb 20, 2009||Sep 3, 2009||Comcast Ip Holdings I, Llc||Method and Apparatus for Accessing Communication Data Relevant to a Target Entity Identified by a Number String|
|US20090285444 *||Nov 19, 2009||Ricoh Co., Ltd.||Web-Based Content Detection in Images, Extraction and Recognition|
|US20090313245 *||Dec 17, 2009||Ricoh Co., Ltd.||Mixed Media Reality Brokerage Network With Layout-Independent Recognition|
|US20100039533 *||Oct 23, 2009||Feb 18, 2010||Hemisphere Ii Investment Lp||Method and Apparatus for Sharing Information Using a Handheld Device|
|US20100042523 *||Feb 18, 2010||Mongonet||Sponsored Facsimile to E-Mail Transmission Methods and Apparatus|
|US20100046735 *||Feb 20, 2009||Feb 25, 2010||Comcast Ip Holdings I, Llc||Method and Apparatus for Accessing Communication Data Relevant to a Target Entity Identified by a Number String|
|US20100077478 *||Mar 25, 2010||Ricoh Co., Ltd.||Method and Apparatus for Publishing Documents Over a Network|
|US20100166309 *||Mar 8, 2010||Jul 1, 2010||Ricoh Co., Ltd.||System And Methods For Creation And Use Of A Mixed Media Environment|
|US20100329574 *||Jun 24, 2009||Dec 30, 2010||Jorge Moraleda||Mixed media reality indexing and retrieval for repeated content|
|US20110119262 *||Nov 11, 2010||May 19, 2011||Dexter Jeffrey M||Method and System for Grouping Chunks Extracted from A Document, Highlighting the Location of A Document Chunk Within A Document, and Ranking Hyperlinks Within A Document|
|US20120120430 *||Jun 10, 2011||May 17, 2012||Irving Tsai|
|US20120173512 *||Jul 5, 2012||Chad Burkey||System, Method and Article of Manufacture for Advanced Information Gathering for Targeted Activities|
|US20130182974 *||Jan 13, 2012||Jul 18, 2013||Honeywell International, Inc. doing business as (d.b.a.) Honeywell Scanning & Mobility||System and method for obtaining and routing electronic copies of documents|
|US20130243269 *||Mar 19, 2012||Sep 19, 2013||Next Level Security Systems, Inc.||Distributive facial matching and notification system|
|US20140337332 *||Jul 23, 2014||Nov 13, 2014||Vcvc Iii Llc||Search and search optimization using a pattern of a location identifier|
|USRE40683 *||Jun 20, 2003||Mar 24, 2009||Search Mechanics, Inc.||Process for maintaining ongoing registration for pages on a given search engine|
|EP1126660A1 *||Feb 15, 2000||Aug 22, 2001||Siemens Aktiengesellschaft||Method for transmitting a message, and a gateway|
|WO2001063906A2 *||Feb 23, 2001||Aug 30, 2001||Geoffrey Marshall||Faxing paper documents to a plurality of address types|
|WO2003007523A1 *||Jul 10, 2002||Jan 23, 2003||Pitney Bowes Inc||Secure delivery and retrieval of documents utilizing a facsimile machine|
|U.S. Classification||1/1, 707/E17.013, 370/352, 382/306, 379/100.11, 707/E17.112, 707/999.003, 707/999.005|
|International Classification||H04L29/08, G06F17/30, H04L29/06, H04N1/00, H04N1/327|
|Cooperative Classification||Y10S707/99935, Y10S707/99933, H04N1/32771, H04N1/00204, H04N2201/0068, H04N1/32778, H04L29/06, H04N1/00206, G06F17/30876, G06F17/30882, H04N2201/0034, H04L67/28, H04L67/2819, G06F17/30855, H04L67/2823, H04L69/329, H04L67/02, H04L67/2871|
|European Classification||G06F17/30W5H, G06F17/30V5H, H04L29/08N27E, H04N1/327F4M, H04L29/08N27F, H04L29/06, H04N1/00C3F, H04N1/327F4, H04L29/08N27, H04N1/00C3, G06F17/30W5, H04L29/08N1, H04L29/08N27X1|
|Apr 16, 1996||AS||Assignment|
Owner name: RICOH COMPANY, LTD., CALIFORNIA
Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:KANOH, TOSHIO;WOLFF, GREGORY J.;REEL/FRAME:007955/0300
Effective date: 19960415
|Jul 25, 2002||FPAY||Fee payment|
Year of fee payment: 4
|Jul 21, 2006||FPAY||Fee payment|
Year of fee payment: 8
|Aug 12, 2010||FPAY||Fee payment|
Year of fee payment: 12